SLA-aware operational efficiency in AI-enabled service chains: challenges ahead
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DOI: 10.1007/s10257-022-00551-w
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- Kavinesh J. Singh & Andy B. Philpott & R. Kevin Wood, 2009. "Dantzig-Wolfe Decomposition for Solving Multistage Stochastic Capacity-Planning Problems," Operations Research, INFORMS, vol. 57(5), pages 1271-1286, October.
- Tuncdan Baltacioglu & Erhan Ada & Melike D. Kaplan & Oznur Yurt And & Y. Cem Kaplan, 2007. "A New Framework for Service Supply Chains," The Service Industries Journal, Taylor & Francis Journals, vol. 27(2), pages 105-124, March.
- Dimitris Bertsimas & Nathan Kallus, 2020. "From Predictive to Prescriptive Analytics," Management Science, INFORMS, vol. 66(3), pages 1025-1044, March.
- Aly Megahed & Taiga Nakamura & Mark Smith & Shubhi Asthana & Michael Rose & Maja Daczkowska & Sandeep Gopisetty, 2020. "Analytics and Operations Research Increases Win Rates for IBM’s Information Technology Service Deals," Interfaces, INFORMS, vol. 50(1), pages 50-63, January.
- Wang, Yulan & Wallace, Stein W. & Shen, Bin & Choi, Tsan-Ming, 2015. "Service supply chain management: A review of operational models," European Journal of Operational Research, Elsevier, vol. 247(3), pages 685-698.
- Yaoguang Zhong & Fangfang Guo & Huajun Tang & Xumei Chen, 2020. "Research on Coordination Complexity of E-Commerce Logistics Service Supply Chain," Complexity, Hindawi, vol. 2020, pages 1-21, April.
- Caron, E.A.M. & Daniels, H.A.M., 2008. "Explanation of exceptional values in multi-dimensional business databases," European Journal of Operational Research, Elsevier, vol. 188(3), pages 884-897, August.
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Keywords
Service level agreement; SLA; Service analytics; AIOps; AI; Machine learning; Service chains; Optimization; Prescriptive analytics; Operations research; Analytics; KPI; Key performance indicators;All these keywords.
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